Pandas Profiling Report

Dataset statistics

Number of variables	32
Number of observations	10324
Missing cells	12317
Missing cells (%)	3.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	214.0 B

Variable types

Numeric	18
Categorical	5
DateTime	1
Text	3
Boolean	5

Alerts

`brand` is highly imbalanced (62.3%)	Imbalance
`shipment_mode_Air Charter` is highly imbalanced (66.1%)	Imbalance
`shipment_mode_Ocean` is highly imbalanced (77.7%)	Imbalance
`shipment_mode_missing` is highly imbalanced (78.2%)	Imbalance
`weight_kilograms` has 3952 (38.3%) missing values	Missing
`freight_cost_usd` has 4126 (40.0%) missing values	Missing
`line_item_insurance_usd` has 287 (2.8%) missing values	Missing
`weight_category` has 3952 (38.3%) missing values	Missing
`unit_price` is highly skewed (γ1 = 40.58484939)	Skewed
`weight_kilograms` is highly skewed (γ1 = 42.50590318)	Skewed
`id` has unique values	Unique

Reproduction

Analysis started	2024-08-28 14:56:53.023477
Analysis finished	2024-08-28 14:58:43.309954
Duration	1 minute and 50.29 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	10324
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51098.968

Minimum	1
Maximum	86823
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	1
5-th percentile	5151.2
Q1	12795.75
median	57540.5
Q3	83648.25
95-th percentile	86167.85
Maximum	86823
Range	86822
Interquartile range (IQR)	70852.5

Descriptive statistics

Standard deviation	31944.332
Coefficient of variation (CV)	0.62514633
Kurtosis	-1.6398372
Mean	51098.968
Median Absolute Deviation (MAD)	27404
Skewness	-0.23036671
Sum	5.2754575 × 10⁸
Variance	1.0204404 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
82565	1	< 0.1%
82594	1	< 0.1%
82595	1	< 0.1%
82596	1	< 0.1%
82597	1	< 0.1%
82599	1	< 0.1%
82600	1	< 0.1%
82601	1	< 0.1%
82602	1	< 0.1%
Other values (10314)	10314	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
23	1	< 0.1%
44	1	< 0.1%
45	1	< 0.1%
46	1	< 0.1%
47	1	< 0.1%

Value	Count	Frequency (%)
86823	1	< 0.1%
86822	1	< 0.1%
86821	1	< 0.1%
86819	1	< 0.1%
86818	1	< 0.1%
86817	1	< 0.1%
86816	1	< 0.1%
86815	1	< 0.1%
86814	1	< 0.1%
86813	1	< 0.1%

country
Categorical

Distinct	43
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

South Africa	1406
Nigeria	1194
Côte d'Ivoire	1083
Uganda	779
Vietnam	688
Other values (38)	5174

Length

Max length	18
Median length	12
Mean length	8.4762689
Min length	4

Characters and Unicode

Total characters	87509
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Côte d'Ivoire
2nd row	Vietnam
3rd row	Côte d'Ivoire
4th row	Vietnam
5th row	Vietnam

Common Values

Value	Count	Frequency (%)
South Africa	1406	13.6%
Nigeria	1194	11.6%
Côte d'Ivoire	1083	10.5%
Uganda	779	7.5%
Vietnam	688	6.7%
Zambia	683	6.6%
Haiti	655	6.3%
Mozambique	631	6.1%
Zimbabwe	538	5.2%
Tanzania	519	5.0%
Other values (33)	2148	20.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
south	1570	11.7%
africa	1406	10.5%
nigeria	1194	8.9%
côte	1083	8.1%
d'ivoire	1083	8.1%
uganda	779	5.8%
vietnam	688	5.1%
zambia	683	5.1%
haiti	655	4.9%
mozambique	631	4.7%
Other values (38)	3596	26.9%

Most occurring characters

Value	Count	Frequency (%)
a	12282	14.0%
i	10247	11.7%
e	5522	6.3%
o	4473	5.1%
n	4350	5.0%
t	4323	4.9%
r	3874	4.4%
	3044	3.5%
u	2914	3.3%
m	2777	3.2%
Other values (38)	33703	38.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	87509	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	12282	14.0%
i	10247	11.7%
e	5522	6.3%
o	4473	5.1%
n	4350	5.0%
t	4323	4.9%
r	3874	4.4%
	3044	3.5%
u	2914	3.3%
m	2777	3.2%
Other values (38)	33703	38.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	87509	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	12282	14.0%
i	10247	11.7%
e	5522	6.3%
o	4473	5.1%
n	4350	5.0%
t	4323	4.9%
r	3874	4.4%
	3044	3.5%
u	2914	3.3%
m	2777	3.2%
Other values (38)	33703	38.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	87509	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	12282	14.0%
i	10247	11.7%
e	5522	6.3%
o	4473	5.1%
n	4350	5.0%
t	4323	4.9%
r	3874	4.4%
	3044	3.5%
u	2914	3.3%
m	2777	3.2%
Other values (38)	33703	38.5%

shipment_mode
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Air	6113
Truck	2830
Air Charter	650
Ocean	371
missing	360

Length

Max length	11
Median length	3
Mean length	4.2632701
Min length	3

Characters and Unicode

Total characters	44014
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Air
2nd row	Air
3rd row	Air
4th row	Air
5th row	Air

Common Values

Value	Count	Frequency (%)
Air	6113	59.2%
Truck	2830	27.4%
Air Charter	650	6.3%
Ocean	371	3.6%
missing	360	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
air	6763	61.6%
truck	2830	25.8%
charter	650	5.9%
ocean	371	3.4%
missing	360	3.3%

Most occurring characters

Value	Count	Frequency (%)
r	10893	24.7%
i	7483	17.0%
A	6763	15.4%
c	3201	7.3%
T	2830	6.4%
u	2830	6.4%
k	2830	6.4%
e	1021	2.3%
a	1021	2.3%
n	731	1.7%
Other values (8)	4411	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44014	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	10893	24.7%
i	7483	17.0%
A	6763	15.4%
c	3201	7.3%
T	2830	6.4%
u	2830	6.4%
k	2830	6.4%
e	1021	2.3%
a	1021	2.3%
n	731	1.7%
Other values (8)	4411	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44014	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	10893	24.7%
i	7483	17.0%
A	6763	15.4%
c	3201	7.3%
T	2830	6.4%
u	2830	6.4%
k	2830	6.4%
e	1021	2.3%
a	1021	2.3%
n	731	1.7%
Other values (8)	4411	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44014	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	10893	24.7%
i	7483	17.0%
A	6763	15.4%
c	3201	7.3%
T	2830	6.4%
u	2830	6.4%
k	2830	6.4%
e	1021	2.3%
a	1021	2.3%
n	731	1.7%
Other values (8)	4411	10.0%

scheduled_delivery_date
Date

Distinct	2006
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Minimum	2006-05-02 00:00:00
Maximum	2015-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

sub_classification
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Adult	6595
Pediatric	1955
HIV test	1567
HIV test - Ancillary	161
Malaria	30

Length

Max length	20
Median length	5
Mean length	6.4494382
Min length	3

Characters and Unicode

Total characters	66584
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HIV test
2nd row	Pediatric
3rd row	HIV test
4th row	Adult
5th row	Adult

Common Values

Value	Count	Frequency (%)
Adult	6595	63.9%
Pediatric	1955	18.9%
HIV test	1567	15.2%
HIV test - Ancillary	161	1.6%
Malaria	30	0.3%
ACT	16	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
adult	6595	53.3%
pediatric	1955	15.8%
hiv	1728	14.0%
test	1728	14.0%
	161	1.3%
ancillary	161	1.3%
malaria	30	0.2%
act	16	0.1%

Most occurring characters

Value	Count	Frequency (%)
t	12006	18.0%
d	8550	12.8%
l	6947	10.4%
A	6772	10.2%
u	6595	9.9%
i	4101	6.2%
e	3683	5.5%
a	2206	3.3%
r	2146	3.2%
c	2116	3.2%
Other values (12)	11462	17.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	66584	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	12006	18.0%
d	8550	12.8%
l	6947	10.4%
A	6772	10.2%
u	6595	9.9%
i	4101	6.2%
e	3683	5.5%
a	2206	3.3%
r	2146	3.2%
c	2116	3.2%
Other values (12)	11462	17.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	66584	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	12006	18.0%
d	8550	12.8%
l	6947	10.4%
A	6772	10.2%
u	6595	9.9%
i	4101	6.2%
e	3683	5.5%
a	2206	3.3%
r	2146	3.2%
c	2116	3.2%
Other values (12)	11462	17.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	66584	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	12006	18.0%
d	8550	12.8%
l	6947	10.4%
A	6772	10.2%
u	6595	9.9%
i	4101	6.2%
e	3683	5.5%
a	2206	3.3%
r	2146	3.2%
c	2116	3.2%
Other values (12)	11462	17.2%

vendor
Text

Distinct	73
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Length

Max length	65
Median length	13
Mean length	18.53332
Min length	7

Characters and Unicode

Total characters	191338
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	0.2%

Sample

1st row	RANBAXY Fine Chemicals LTD.
2nd row	Aurobindo Pharma Limited
3rd row	Abbott GmbH & Co. KG
4th row	SUN PHARMACEUTICAL INDUSTRIES LTD (RANBAXY LABORATORIES LIMITED)
5th row	Aurobindo Pharma Limited

Value	Count	Frequency (%)
scms	5404	16.5%
rdc	5404	16.5%
from	5404	16.5%
limited	1288	3.9%
ltd	1169	3.6%
orgenics	754	2.3%
s	717	2.2%
buys	715	2.2%
wholesaler	715	2.2%
laboratories	705	2.2%
Other values (158)	10470	32.0%

Most occurring characters

Value	Count	Frequency (%)
	22491	11.8%
S	16965	8.9%
C	13420	7.0%
R	11481	6.0%
M	8653	4.5%
r	8112	4.2%
D	7485	3.9%
o	7434	3.9%
L	7380	3.9%
m	6798	3.6%
Other values (44)	81119	42.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	191338	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	22491	11.8%
S	16965	8.9%
C	13420	7.0%
R	11481	6.0%
M	8653	4.5%
r	8112	4.2%
D	7485	3.9%
o	7434	3.9%
L	7380	3.9%
m	6798	3.6%
Other values (44)	81119	42.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	191338	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	22491	11.8%
S	16965	8.9%
C	13420	7.0%
R	11481	6.0%
M	8653	4.5%
r	8112	4.2%
D	7485	3.9%
o	7434	3.9%
L	7380	3.9%
m	6798	3.6%
Other values (44)	81119	42.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	191338	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	22491	11.8%
S	16965	8.9%
C	13420	7.0%
R	11481	6.0%
M	8653	4.5%
r	8112	4.2%
D	7485	3.9%
o	7434	3.9%
L	7380	3.9%
m	6798	3.6%
Other values (44)	81119	42.4%

item_id
Text

Distinct	184
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	72268
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.2%

Sample

1st row	SKU0000
2nd row	SKU0001
3rd row	SKU0002
4th row	SKU0003
5th row	SKU0004

Value	Count	Frequency (%)
sku0026	755	7.3%
sku0007	623	6.0%
sku0011	597	5.8%
sku0054	580	5.6%
sku0002	577	5.6%
sku0003	378	3.7%
sku0009	369	3.6%
sku0014	317	3.1%
sku0107	301	2.9%
sku0058	287	2.8%
Other values (174)	5540	53.7%

Most occurring characters

Value	Count	Frequency (%)
0	21660	30.0%
S	10324	14.3%
K	10324	14.3%
U	10324	14.3%
1	5240	7.3%
2	2804	3.9%
4	2693	3.7%
5	1831	2.5%
6	1749	2.4%
3	1586	2.2%
Other values (3)	3733	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	72268	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	21660	30.0%
S	10324	14.3%
K	10324	14.3%
U	10324	14.3%
1	5240	7.3%
2	2804	3.9%
4	2693	3.7%
5	1831	2.5%
6	1749	2.4%
3	1586	2.2%
Other values (3)	3733	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	72268	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	21660	30.0%
S	10324	14.3%
K	10324	14.3%
U	10324	14.3%
1	5240	7.3%
2	2804	3.9%
4	2693	3.7%
5	1831	2.5%
6	1749	2.4%
3	1586	2.2%
Other values (3)	3733	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	72268	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	21660	30.0%
S	10324	14.3%
K	10324	14.3%
U	10324	14.3%
1	5240	7.3%
2	2804	3.9%
4	2693	3.7%
5	1831	2.5%
6	1749	2.4%
3	1586	2.2%
Other values (3)	3733	5.2%

item_description
Text

Distinct	184
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Length

Max length	113
Median length	79
Mean length	50.144808
Min length	31

Characters and Unicode

Total characters	517695
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.2%

Sample

1st row	HIV, Reveal G3 Rapid HIV-1 Antibody Test, 30 Tests
2nd row	Nevirapine 10mg/ml, oral suspension, Bottle, 240 ml
3rd row	HIV 1/2, Determine Complete HIV Kit, 100 Tests
4th row	Lamivudine 150mg, tablets, 60 Tabs
5th row	Stavudine 30mg, capsules, 60 Caps

Value	Count	Frequency (%)
tablets	6733	10.3%
tabs	6711	10.2%
60	4269	6.5%
hiv	3006	4.6%
30	2598	4.0%
tests	1616	2.5%
kit	1579	2.4%
1/2	1524	2.3%
disoproxil	1300	2.0%
fumarate	1300	2.0%
Other values (289)	34956	53.3%

Most occurring characters

Value	Count	Frequency (%)
	55268	10.7%
i	33699	6.5%
a	33528	6.5%
0	33249	6.4%
e	33073	6.4%
t	26685	5.2%
s	24970	4.8%
,	22576	4.4%
l	17483	3.4%
n	17399	3.4%
Other values (63)	219765	42.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	517695	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	55268	10.7%
i	33699	6.5%
a	33528	6.5%
0	33249	6.4%
e	33073	6.4%
t	26685	5.2%
s	24970	4.8%
,	22576	4.4%
l	17483	3.4%
n	17399	3.4%
Other values (63)	219765	42.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	517695	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	55268	10.7%
i	33699	6.5%
a	33528	6.5%
0	33249	6.4%
e	33073	6.4%
t	26685	5.2%
s	24970	4.8%
,	22576	4.4%
l	17483	3.4%
n	17399	3.4%
Other values (63)	219765	42.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	517695	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	55268	10.7%
i	33699	6.5%
a	33528	6.5%
0	33249	6.4%
e	33073	6.4%
t	26685	5.2%
s	24970	4.8%
,	22576	4.4%
l	17483	3.4%
n	17399	3.4%
Other values (63)	219765	42.5%

brand
Categorical

IMBALANCE

Distinct	48
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	80.8 KiB

Generic	7285
Determine	799
Uni-Gold	373
Aluvia	250
Kaletra	165
Other values (43)	1452

Length

Max length	15
Median length	7
Mean length	7.2879698
Min length	3

Characters and Unicode

Total characters	75241
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Reveal
2nd row	Generic
3rd row	Determine
4th row	Generic
5th row	Generic

Common Values

Value	Count	Frequency (%)
Generic	7285	70.6%
Determine	799	7.7%
Uni-Gold	373	3.6%
Aluvia	250	2.4%
Kaletra	165	1.6%
Norvir	136	1.3%
Stat-Pak	115	1.1%
Bioline	113	1.1%
Truvada	94	0.9%
Videx	84	0.8%
Other values (38)	910	8.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
generic	7285	69.7%
determine	799	7.6%
uni-gold	373	3.6%
aluvia	250	2.4%
kaletra	165	1.6%
norvir	136	1.3%
videx	125	1.2%
stat-pak	115	1.1%
bioline	113	1.1%
truvada	94	0.9%
Other values (40)	995	9.5%

Most occurring characters

Value	Count	Frequency (%)
e	18044	24.0%
i	10118	13.4%
r	9288	12.3%
n	8958	11.9%
G	7758	10.3%
c	7463	9.9%
t	1628	2.2%
a	1599	2.1%
l	1331	1.8%
o	991	1.3%
Other values (38)	8063	10.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	75241	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	18044	24.0%
i	10118	13.4%
r	9288	12.3%
n	8958	11.9%
G	7758	10.3%
c	7463	9.9%
t	1628	2.2%
a	1599	2.1%
l	1331	1.8%
o	991	1.3%
Other values (38)	8063	10.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	75241	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	18044	24.0%
i	10118	13.4%
r	9288	12.3%
n	8958	11.9%
G	7758	10.3%
c	7463	9.9%
t	1628	2.2%
a	1599	2.1%
l	1331	1.8%
o	991	1.3%
Other values (38)	8063	10.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	75241	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	18044	24.0%
i	10118	13.4%
r	9288	12.3%
n	8958	11.9%
G	7758	10.3%
c	7463	9.9%
t	1628	2.2%
a	1599	2.1%
l	1331	1.8%
o	991	1.3%
Other values (38)	8063	10.7%

line_item_quantity
Real number (ℝ)

Distinct	5065
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18332.535

Minimum	1
Maximum	619999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	408
median	3000
Q3	17039.75
95-th percentile	90951.55
Maximum	619999
Range	619998
Interquartile range (IQR)	16631.75

Descriptive statistics

Standard deviation	40035.303
Coefficient of variation (CV)	2.1838389
Kurtosis	40.0503
Mean	18332.535
Median Absolute Deviation (MAD)	2950
Skewness	5.0383147
Sum	1.8926509 × 10⁸
Variance	1.6028255 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	93	0.9%
1000	91	0.9%
100	87	0.8%
2000	73	0.7%
5000	69	0.7%
500	67	0.6%
20000	67	0.6%
3000	66	0.6%
3	63	0.6%
50000	62	0.6%
Other values (5055)	9586	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	35	0.3%
2	40	0.4%
3	63	0.6%
4	46	0.4%
5	28	0.3%
6	48	0.5%
7	27	0.3%
8	26	0.3%
9	22	0.2%
10	54	0.5%

Value	Count	Frequency (%)
619999	1	< 0.1%
600906	1	< 0.1%
555197	1	< 0.1%
515000	3	< 0.1%
514526	1	< 0.1%
460041	1	< 0.1%
440000	1	< 0.1%
438409	1	< 0.1%
401961	1	< 0.1%
400000	2	< 0.1%

line_item_value
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157650.57

Minimum	0
Maximum	5951990.4
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	192.5755
Q1	4314.5925
median	30471.465
Q3	166447.14
95-th percentile	702831
Maximum	5951990.4
Range	5951990.4
Interquartile range (IQR)	162132.55

Descriptive statistics

Standard deviation	345292.07
Coefficient of variation (CV)	2.1902368
Kurtosis	54.15243
Mean	157650.57
Median Absolute Deviation (MAD)	29920.465
Skewness	5.8370202
Sum	1.6275845 × 10⁹
Variance	1.1922661 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200000	29	0.3%
16000	23	0.2%
800	18	0.2%
0	17	0.2%
14400	16	0.2%
3200	15	0.1%
244216	15	0.1%
120000	13	0.1%
160	11	0.1%
250	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
0.01	1	< 0.1%
0.03	1	< 0.1%
0.12	1	< 0.1%
0.2	1	< 0.1%
0.24	1	< 0.1%
0.25	1	< 0.1%
0.42	1	< 0.1%
0.5	1	< 0.1%
0.7	1	< 0.1%

Value	Count	Frequency (%)
5951990.4	1	< 0.1%
5768697.6	1	< 0.1%
5329891.2	1	< 0.1%
5140114.74	1	< 0.1%
4959241.98	1	< 0.1%
4278871.84	1	< 0.1%
4228629.72	1	< 0.1%
4014000	1	< 0.1%
3932880	1	< 0.1%
3904000	2	< 0.1%

unit_price
Real number (ℝ)

SKEWED

Distinct	183
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.61170089

Minimum	0
Maximum	238.65
Zeros	103
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.08
median	0.16
Q3	0.47
95-th percentile	1.6
Maximum	238.65
Range	238.65
Interquartile range (IQR)	0.39

Descriptive statistics

Standard deviation	3.2758077
Coefficient of variation (CV)	5.3552443
Kurtosis	2725.9603
Mean	0.61170089
Median Absolute Deviation (MAD)	0.12
Skewness	40.584849
Sum	6315.2
Variance	10.730916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04	713	6.9%
0.01	492	4.8%
0.12	464	4.5%
0.14	444	4.3%
0.8	411	4.0%
0.11	400	3.9%
1.6	368	3.6%
0.05	343	3.3%
0.16	343	3.3%
0.19	321	3.1%
Other values (173)	6025	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	1.0%
0.01	492	4.8%
0.02	140	1.4%
0.03	250	2.4%
0.04	713	6.9%
0.05	343	3.3%
0.06	274	2.7%
0.07	248	2.4%
0.08	146	1.4%
0.09	154	1.5%

Value	Count	Frequency (%)
238.65	1	< 0.1%
41.68	1	< 0.1%
37.5	2	< 0.1%
30	1	< 0.1%
26.91	1	< 0.1%
25	4	< 0.1%
24.85	3	< 0.1%
24.5	46	0.4%
23	23	0.2%
17.12	3	< 0.1%

weight_kilograms
Real number (ℝ)

MISSING SKEWED

Distinct	3388
Distinct (%)	53.2%
Missing	3952
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	3424.4413

Minimum	0
Maximum	857354
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	18
Q1	206.75
median	1047
Q3	3334
95-th percentile	12958.05
Maximum	857354
Range	857354
Interquartile range (IQR)	3127.25

Descriptive statistics

Standard deviation	13526.968
Coefficient of variation (CV)	3.9501241
Kurtosis	2538.1741
Mean	3424.4413
Median Absolute Deviation (MAD)	975
Skewness	42.505903
Sum	21820540
Variance	1.8297887 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	29	0.3%
6	26	0.3%
1	23	0.2%
5	20	0.2%
60	20	0.2%
4	19	0.2%
3	18	0.2%
36	17	0.2%
12	17	0.2%
21	17	0.2%
Other values (3378)	6166	59.7%
(Missing)	3952	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	23	0.2%
2	29	0.3%
3	18	0.2%
4	19	0.2%
5	20	0.2%
6	26	0.3%
7	16	0.2%
8	11	0.1%
9	17	0.2%

Value	Count	Frequency (%)
857354	1	< 0.1%
291096	1	< 0.1%
205503	1	< 0.1%
154780	1	< 0.1%
112027	1	< 0.1%
90446	1	< 0.1%
88761	1	< 0.1%
88190	1	< 0.1%
87076	1	< 0.1%
85128	1	< 0.1%

freight_cost_usd
Real number (ℝ)

MISSING

Distinct	5432
Distinct (%)	87.6%
Missing	4126
Missing (%)	40.0%
Infinite	0
Infinite (%)	0.0%
Mean	11103.235

Minimum	0.75
Maximum	289653.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0.75
5-th percentile	641.057
Q1	2131.12
median	5869.655
Q3	14406.57
95-th percentile	36679.879
Maximum	289653.2
Range	289652.45
Interquartile range (IQR)	12275.45

Descriptive statistics

Standard deviation	15813.027
Coefficient of variation (CV)	1.424182
Kurtosis	41.054884
Mean	11103.235
Median Absolute Deviation (MAD)	4493.845
Skewness	4.6880226
Sum	68817849
Variance	2.5005181 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9736.1	36	0.3%
6147.18	27	0.3%
7445.8	16	0.2%
13398.06	16	0.2%
9341.49	15	0.1%
7329.83	12	0.1%
1211.48	11	0.1%
25231.96	11	0.1%
15322.73	10	0.1%
15459.09	10	0.1%
Other values (5422)	6034	58.4%
(Missing)	4126	40.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.75	1	< 0.1%
14.36	1	< 0.1%
17.72	1	< 0.1%
22.29	1	< 0.1%
29.21	1	< 0.1%
30	1	< 0.1%
30.49	1	< 0.1%
41	1	< 0.1%
42.35	1	< 0.1%
48	1	< 0.1%

Value	Count	Frequency (%)
289653.2	1	< 0.1%
241407.27	1	< 0.1%
194623.44	1	< 0.1%
161962.32	1	< 0.1%
161712.87	1	< 0.1%
152368.7	1	< 0.1%
146850.66	1	< 0.1%
146734.85	1	< 0.1%
139951.34	1	< 0.1%
132890.27	1	< 0.1%

line_item_insurance_usd
Real number (ℝ)

MISSING

Distinct	6722
Distinct (%)	67.0%
Missing	287
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	240.11763

Minimum	0
Maximum	7708.44
Zeros	54
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.25
Q1	6.51
median	47.04
Q3	252.4
95-th percentile	1082.032
Maximum	7708.44
Range	7708.44
Interquartile range (IQR)	245.89

Descriptive statistics

Standard deviation	500.19057
Coefficient of variation (CV)	2.0831064
Kurtosis	34.911215
Mean	240.11763
Median Absolute Deviation (MAD)	46.27
Skewness	4.8271624
Sum	2410060.6
Variance	250190.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54	0.5%
0.02	37	0.4%
0.07	33	0.3%
0.05	30	0.3%
0.06	30	0.3%
0.01	26	0.3%
0.03	23	0.2%
0.09	21	0.2%
0.08	20	0.2%
0.49	18	0.2%
Other values (6712)	9745	94.4%
(Missing)	287	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	0.5%
0.01	26	0.3%
0.02	37	0.4%
0.03	23	0.2%
0.04	14	0.1%
0.05	30	0.3%
0.06	30	0.3%
0.07	33	0.3%
0.08	20	0.2%
0.09	21	0.2%

Value	Count	Frequency (%)
7708.44	1	< 0.1%
7005.49	1	< 0.1%
5930.22	1	< 0.1%
5573.31	1	< 0.1%
5479.13	1	< 0.1%
5284.04	1	< 0.1%
5230.81	1	< 0.1%
5162.29	1	< 0.1%
5145	2	< 0.1%
5098.1	1	< 0.1%

item_insurance_rp_mean
Real number (ℝ)

Distinct	6723
Distinct (%)	65.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	240.11763

Minimum	0
Maximum	7708.44
Zeros	54
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.26
Q1	7.03
median	52.94
Q3	241.75
95-th percentile	1061.35
Maximum	7708.44
Range	7708.44
Interquartile range (IQR)	234.72

Descriptive statistics

Standard deviation	493.18841
Coefficient of variation (CV)	2.053945
Kurtosis	35.994766
Mean	240.11763
Median Absolute Deviation (MAD)	52.12
Skewness	4.89567
Sum	2478974.4
Variance	243234.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
240.1176258	287	2.8%
0	54	0.5%
0.02	37	0.4%
0.07	33	0.3%
0.05	30	0.3%
0.06	30	0.3%
0.01	26	0.3%
0.03	23	0.2%
0.09	21	0.2%
0.08	20	0.2%
Other values (6713)	9763	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	0.5%
0.01	26	0.3%
0.02	37	0.4%
0.03	23	0.2%
0.04	14	0.1%
0.05	30	0.3%
0.06	30	0.3%
0.07	33	0.3%
0.08	20	0.2%
0.09	21	0.2%

Value	Count	Frequency (%)
7708.44	1	< 0.1%
7005.49	1	< 0.1%
5930.22	1	< 0.1%
5573.31	1	< 0.1%
5479.13	1	< 0.1%
5284.04	1	< 0.1%
5230.81	1	< 0.1%
5162.29	1	< 0.1%
5145	2	< 0.1%
5098.1	1	< 0.1%

item_insurance_rp_kNN
Real number (ℝ)

Distinct	6916
Distinct (%)	67.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	237.23942

Minimum	0
Maximum	7708.44
Zeros	54
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.26
Q1	6.6475
median	47.05
Q3	250.0675
95-th percentile	1067.45
Maximum	7708.44
Range	7708.44
Interquartile range (IQR)	243.42

Descriptive statistics

Standard deviation	494.929
Coefficient of variation (CV)	2.0862005
Kurtosis	35.571588
Mean	237.23942
Median Absolute Deviation (MAD)	46.23
Skewness	4.8652938
Sum	2449259.8
Variance	244954.71
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54	0.5%
0.02	37	0.4%
0.07	33	0.3%
0.05	30	0.3%
0.06	30	0.3%
0.01	26	0.3%
0.03	23	0.2%
0.09	21	0.2%
0.08	20	0.2%
0.12	18	0.2%
Other values (6906)	10032	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	0.5%
0.01	26	0.3%
0.02	37	0.4%
0.03	23	0.2%
0.04	14	0.1%
0.05	30	0.3%
0.06	30	0.3%
0.07	33	0.3%
0.08	20	0.2%
0.09	21	0.2%

Value	Count	Frequency (%)
7708.44	1	< 0.1%
7005.49	1	< 0.1%
5930.22	1	< 0.1%
5573.31	1	< 0.1%
5479.13	1	< 0.1%
5284.04	1	< 0.1%
5230.81	1	< 0.1%
5162.29	1	< 0.1%
5145	2	< 0.1%
5098.1	1	< 0.1%

line_item_quantity_norm
Real number (ℝ)

Distinct	5065
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.029567087

Minimum	0
Maximum	1
Zeros	35
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2.5806535 × 10^-5
Q1	0.00065645373
median	0.0048371124
Q3	0.027481943
95-th percentile	0.14669491
Maximum	1
Range	1
Interquartile range (IQR)	0.02682549

Descriptive statistics

Standard deviation	0.064573278
Coefficient of variation (CV)	2.183958
Kurtosis	40.0503
Mean	0.029567087
Median Absolute Deviation (MAD)	0.0047580799
Skewness	5.0383147
Sum	305.25061
Variance	0.0041697082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01612747138	93	0.9%
0.00161129552	91	0.9%
0.0001596779344	87	0.8%
0.003224203949	73	0.7%
0.008062929235	69	0.7%
0.0008048413059	67	0.6%
0.03225655567	67	0.6%
0.004837112378	66	0.6%
3.225816857 × 10^-6	63	0.6%
0.08064380853	62	0.6%
Other values (5055)	9586	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	0.3%
1.612908429 × 10^-6	40	0.4%
3.225816857 × 10^-6	63	0.6%
4.838725286 × 10^-6	46	0.4%
6.451633715 × 10^-6	28	0.3%
8.064542144 × 10^-6	48	0.5%
9.677450572 × 10^-6	27	0.3%
1.1290359 × 10^-5	26	0.3%
1.290326743 × 10^-5	22	0.2%
1.451617586 × 10^-5	54	0.5%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9692047394	1	< 0.1%
0.895480308	1	< 0.1%
0.8306462279	3	< 0.1%
0.8298817093	1	< 0.1%
0.7420023936	1	< 0.1%
0.7096780957	1	< 0.1%
0.7071119584	1	< 0.1%
0.648324672	1	< 0.1%
0.6451617586	2	< 0.1%

line_item_quantity_z
Real number (ℝ)

Distinct	5065
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4047593 × 10^-17

Minimum	-0.45788425
Maximum	15.028398
Zeros	0
Zeros (%)	0.0%
Negative	7833
Negative (%)	75.9%
Memory size	80.8 KiB

Quantile statistics

Minimum	-0.45788425
5-th percentile	-0.45748461
Q1	-0.44771823
median	-0.38297537
Q3	-0.032291122
95-th percentile	1.8138745
Maximum	15.028398
Range	15.486282
Interquartile range (IQR)	0.4154271

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	2.2702716 × 10¹⁶
Kurtosis	40.0503
Mean	4.4047593 × 10^-17
Median Absolute Deviation (MAD)	0.073684968
Skewness	5.0383147
Sum	9.6750385 × 10^-13
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2081296819	93	0.9%
-0.4329312778	91	0.9%
-0.4554114374	87	0.8%
-0.4079533227	73	0.7%
-0.3330194574	69	0.7%
-0.4454202554	67	0.6%
0.04164986915	67	0.6%
-0.3829753676	66	0.6%
-0.4578342991	63	0.6%
0.7909885223	62	0.6%
Other values (5055)	9586	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.457884255	35	0.3%
-0.457859277	40	0.4%
-0.4578342991	63	0.6%
-0.4578093211	46	0.4%
-0.4577843432	28	0.3%
-0.4577593652	48	0.5%
-0.4577343873	27	0.3%
-0.4577094093	26	0.3%
-0.4576844314	22	0.2%
-0.4576594534	54	0.5%

Value	Count	Frequency (%)
15.02839795	1	< 0.1%
14.55149386	1	< 0.1%
13.40977651	1	< 0.1%
12.40573765	3	< 0.1%
12.3938981	1	< 0.1%
11.03297421	1	< 0.1%
10.53239101	1	< 0.1%
10.49265109	1	< 0.1%
9.582254579	1	< 0.1%
9.533272809	2	< 0.1%

line_item_value_norm
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.026487033

Minimum	0
Maximum	1
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3.2354807 × 10^-5
Q1	0.0007248991
median	0.005119542
Q3	0.027964954
95-th percentile	0.11808336
Maximum	1
Range	1
Interquartile range (IQR)	0.027240055

Descriptive statistics

Standard deviation	0.058012874
Coefficient of variation (CV)	2.1902368
Kurtosis	54.15243
Mean	0.026487033
Median Absolute Deviation (MAD)	0.005026968
Skewness	5.8370202
Sum	273.45213
Variance	0.0033654935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03360220473	29	0.3%
0.002688176379	23	0.2%
0.0001344088189	18	0.2%
0	17	0.2%
0.002419358741	16	0.2%
0.0005376352758	15	0.1%
0.04103098016	15	0.1%
0.02016132284	13	0.1%
2.688176379 × 10^-5	11	0.1%
4.200275592 × 10^-5	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
1.680110237 × 10^-9	1	< 0.1%
5.04033071 × 10^-9	1	< 0.1%
2.016132284 × 10^-8	1	< 0.1%
3.360220473 × 10^-8	1	< 0.1%
4.032264568 × 10^-8	1	< 0.1%
4.200275592 × 10^-8	1	< 0.1%
7.056462994 × 10^-8	1	< 0.1%
8.400551184 × 10^-8	1	< 0.1%
1.176077166 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.969204789	1	< 0.1%
0.8954804766	1	< 0.1%
0.8635959393	1	< 0.1%
0.8332073217	1	< 0.1%
0.718897638	1	< 0.1%
0.710456408	1	< 0.1%
0.674396249	1	< 0.1%
0.6607671948	1	< 0.1%
0.6559150364	2	< 0.1%

line_item_value_z
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2347451 × 10^-17

Minimum	-0.45657165
Maximum	16.780982
Zeros	0
Zeros (%)	0.0%
Negative	7651
Negative (%)	74.1%
Memory size	80.8 KiB

Quantile statistics

Minimum	-0.45657165
5-th percentile	-0.45601393
Q1	-0.44407616
median	-0.36832327
Q3	0.025475745
95-th percentile	1.5788965
Maximum	16.780982
Range	17.237553
Interquartile range (IQR)	0.4695519

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	3.0914337 × 10¹⁶
Kurtosis	54.15243
Mean	3.2347451 × 10^-17
Median Absolute Deviation (MAD)	0.086652628
Skewness	5.8370202
Sum	1.8771096 × 10^-13
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1226481483	29	0.3%
-0.4102340624	23	0.2%
-0.4542547668	18	0.2%
-0.4565716459	17	0.2%
-0.4148678207	16	0.2%
-0.4473041292	15	0.1%
0.2507020605	15	0.1%
-0.1090397694	13	0.1%
-0.4561082701	11	0.1%
-0.4558476212	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4565716459	17	0.2%
-0.456571617	1	< 0.1%
-0.456571559	1	< 0.1%
-0.4565712984	1	< 0.1%
-0.4565710667	1	< 0.1%
-0.4565709509	1	< 0.1%
-0.4565709219	1	< 0.1%
-0.4565704296	1	< 0.1%
-0.4565701979	1	< 0.1%
-0.4565696187	1	< 0.1%

Value	Count	Frequency (%)
16.78098163	1	< 0.1%
16.25014754	1	< 0.1%
14.97932078	1	< 0.1%
14.42970937	1	< 0.1%
13.90588395	1	< 0.1%
11.93546469	1	< 0.1%
11.78995854	1	< 0.1%
11.16836963	1	< 0.1%
10.93343808	1	< 0.1%
10.84979874	2	< 0.1%

line_item_value_norm2
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.026487033

Minimum	0
Maximum	1
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3.2354807 × 10^-5
Q1	0.0007248991
median	0.005119542
Q3	0.027964954
95-th percentile	0.11808336
Maximum	1
Range	1
Interquartile range (IQR)	0.027240055

Descriptive statistics

Standard deviation	0.058012874
Coefficient of variation (CV)	2.1902368
Kurtosis	54.15243
Mean	0.026487033
Median Absolute Deviation (MAD)	0.005026968
Skewness	5.8370202
Sum	273.45213
Variance	0.0033654935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03360220473	29	0.3%
0.002688176379	23	0.2%
0.0001344088189	18	0.2%
0	17	0.2%
0.002419358741	16	0.2%
0.0005376352758	15	0.1%
0.04103098016	15	0.1%
0.02016132284	13	0.1%
2.688176379 × 10^-5	11	0.1%
4.200275592 × 10^-5	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
1.680110237 × 10^-9	1	< 0.1%
5.04033071 × 10^-9	1	< 0.1%
2.016132284 × 10^-8	1	< 0.1%
3.360220473 × 10^-8	1	< 0.1%
4.032264568 × 10^-8	1	< 0.1%
4.200275592 × 10^-8	1	< 0.1%
7.056462994 × 10^-8	1	< 0.1%
8.400551184 × 10^-8	1	< 0.1%
1.176077166 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.969204789	1	< 0.1%
0.8954804766	1	< 0.1%
0.8635959393	1	< 0.1%
0.8332073217	1	< 0.1%
0.718897638	1	< 0.1%
0.710456408	1	< 0.1%
0.674396249	1	< 0.1%
0.6607671948	1	< 0.1%
0.6559150364	2	< 0.1%

line_item_value_z2
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.026487033

Minimum	0
Maximum	1
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3.2354807 × 10^-5
Q1	0.0007248991
median	0.005119542
Q3	0.027964954
95-th percentile	0.11808336
Maximum	1
Range	1
Interquartile range (IQR)	0.027240055

Descriptive statistics

Standard deviation	0.058012874
Coefficient of variation (CV)	2.1902368
Kurtosis	54.15243
Mean	0.026487033
Median Absolute Deviation (MAD)	0.005026968
Skewness	5.8370202
Sum	273.45213
Variance	0.0033654935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03360220473	29	0.3%
0.002688176379	23	0.2%
0.0001344088189	18	0.2%
0	17	0.2%
0.002419358741	16	0.2%
0.0005376352758	15	0.1%
0.04103098016	15	0.1%
0.02016132284	13	0.1%
2.688176379 × 10^-5	11	0.1%
4.200275592 × 10^-5	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
1.680110237 × 10^-9	1	< 0.1%
5.04033071 × 10^-9	1	< 0.1%
2.016132284 × 10^-8	1	< 0.1%
3.360220473 × 10^-8	1	< 0.1%
4.032264568 × 10^-8	1	< 0.1%
4.200275592 × 10^-8	1	< 0.1%
7.056462994 × 10^-8	1	< 0.1%
8.400551184 × 10^-8	1	< 0.1%
1.176077166 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.969204789	1	< 0.1%
0.8954804766	1	< 0.1%
0.8635959393	1	< 0.1%
0.8332073217	1	< 0.1%
0.718897638	1	< 0.1%
0.710456408	1	< 0.1%
0.674396249	1	< 0.1%
0.6607671948	1	< 0.1%
0.6559150364	2	< 0.1%

line_item_value_log
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9890262

Minimum	0
Maximum	15.599236
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	5.2656644
Q1	8.3699899
median	10.324579
Q3	12.022439
95-th percentile	13.462873
Maximum	15.599236
Range	15.599236
Interquartile range (IQR)	3.6524491

Descriptive statistics

Standard deviation	2.5886848
Coefficient of variation (CV)	0.25915287
Kurtosis	0.37076739
Mean	9.9890262
Median Absolute Deviation (MAD)	1.7945471
Skewness	-0.71810505
Sum	103126.71
Variance	6.7012891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.20607765	29	0.3%
9.680406499	23	0.2%
6.685860947	18	0.2%
0	17	0.2%
9.575052928	16	0.2%
8.07121854	15	0.1%
12.40581245	15	0.1%
11.69525536	13	0.1%
5.081404365	11	0.1%
5.525452939	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
0.009950330853	1	< 0.1%
0.02955880224	1	< 0.1%
0.1133286853	1	< 0.1%
0.1823215568	1	< 0.1%
0.2151113796	1	< 0.1%
0.2231435513	1	< 0.1%
0.3506568716	1	< 0.1%
0.4054651081	1	< 0.1%
0.5306282511	1	< 0.1%

Value	Count	Frequency (%)
15.59923641	1	< 0.1%
15.56795707	1	< 0.1%
15.48884157	1	< 0.1%
15.45258615	1	< 0.1%
15.41676366	1	< 0.1%
15.26920018	1	< 0.1%
15.25738879	1	< 0.1%
15.20529906	1	< 0.1%
15.18488279	1	< 0.1%
15.17751248	2	< 0.1%

line_item_value_sqrt
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	275.90145

Minimum	0
Maximum	2439.6701
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	13.877146
Q1	65.685558
median	174.56077
Q3	407.97934
95-th percentile	838.35015
Maximum	2439.6701
Range	2439.6701
Interquartile range (IQR)	342.29378

Descriptive statistics

Standard deviation	285.54659
Coefficient of variation (CV)	1.0349587
Kurtosis	4.9956214
Mean	275.90145
Median Absolute Deviation (MAD)	134.55358
Skewness	1.865156
Sum	2848406.5
Variance	81536.857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
447.2135955	29	0.3%
126.4911064	23	0.2%
28.28427125	18	0.2%
0	17	0.2%
120	16	0.2%
56.56854249	15	0.1%
494.1821527	15	0.1%
346.4101615	13	0.1%
12.64911064	11	0.1%
15.8113883	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
0.1	1	< 0.1%
0.1732050808	1	< 0.1%
0.3464101615	1	< 0.1%
0.4472135955	1	< 0.1%
0.4898979486	1	< 0.1%
0.5	1	< 0.1%
0.6480740698	1	< 0.1%
0.7071067812	1	< 0.1%
0.8366600265	1	< 0.1%

Value	Count	Frequency (%)
2439.670142	1	< 0.1%
2401.811316	1	< 0.1%
2308.655713	1	< 0.1%
2267.182114	1	< 0.1%
2226.935558	1	< 0.1%
2068.54341	1	< 0.1%
2056.363227	1	< 0.1%
2003.496943	1	< 0.1%
1983.149011	1	< 0.1%
1975.854246	2	< 0.1%

line_item_value_boxcox
Real number (ℝ)

Distinct	8741
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.004539

Minimum	0
Maximum	40.709583
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	80.8 KiB

Quantile statistics

Minimum	0
5-th percentile	7.0948619
Q1	13.613772
median	18.994234
Q3	24.685762
95-th percentile	30.404996
Maximum	40.709583
Range	40.709583
Interquartile range (IQR)	11.07199

Descriptive statistics

Standard deviation	7.266032
Coefficient of variation (CV)	0.3823314
Kurtosis	-0.59898966
Mean	19.004539
Median Absolute Deviation (MAD)	5.5428869
Skewness	-0.058302657
Sum	196202.86
Variance	52.795221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.36632241	29	0.3%
17.0939656	23	0.2%
9.80756167	18	0.2%
0	17	0.2%
16.79558012	16	0.2%
12.8869904	15	0.1%
26.12203989	15	0.1%
23.50621449	13	0.1%
6.772463709	11	0.1%
7.560462508	11	0.1%
Other values (8731)	10156	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	0.2%
0.009955685763	1	< 0.1%
0.02960609099	1	< 0.1%
0.1140259166	1	< 0.1%
0.1841306298	1	< 0.1%
0.2176326646	1	< 0.1%
0.2258574278	1	< 0.1%
0.3573896216	1	< 0.1%
0.4144849425	1	< 0.1%
0.5461466946	1	< 0.1%

Value	Count	Frequency (%)
40.70958305	1	< 0.1%
40.54089811	1	< 0.1%
40.11677763	1	< 0.1%
39.92362947	1	< 0.1%
39.73352993	1	< 0.1%
38.9581715	1	< 0.1%
38.8966428	1	< 0.1%
38.62622884	1	< 0.1%
38.52065647	1	< 0.1%
38.48260185	2	< 0.1%

shipment_mode_Air
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.2 KiB

True	6113
False	4211

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	6113	59.2%
False	4211	40.8%

shipment_mode_Air Charter
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.2 KiB

False	9674
True	650

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9674	93.7%
True	650	6.3%

shipment_mode_Ocean
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.2 KiB

False	9953
True	371

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9953	96.4%
True	371	3.6%

shipment_mode_Truck
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.2 KiB

False	7494
True	2830

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7494	72.6%
True	2830	27.4%

shipment_mode_missing
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.2 KiB

False	9964
True	360

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9964	96.5%
True	360	3.5%

weight_category
Categorical

MISSING

Distinct	4
Distinct (%)	0.1%
Missing	3952
Missing (%)	38.3%
Memory size	10.4 KiB

super-heavy	3249
medium	1297
light	1072
heavy	754

Length

Max length	11
Median length	11
Mean length	8.2628688
Min length	5

Characters and Unicode

Total characters	52651
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	light
2nd row	medium
3rd row	medium
4th row	super-heavy
5th row	super-heavy

Common Values

Value	Count	Frequency (%)
super-heavy	3249	31.5%
medium	1297	12.6%
light	1072	10.4%
heavy	754	7.3%
(Missing)	3952	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
super-heavy	3249	51.0%
medium	1297	20.4%
light	1072	16.8%
heavy	754	11.8%

Most occurring characters

Value	Count	Frequency (%)
e	8549	16.2%
h	5075	9.6%
u	4546	8.6%
a	4003	7.6%
v	4003	7.6%
y	4003	7.6%
s	3249	6.2%
p	3249	6.2%
r	3249	6.2%
-	3249	6.2%
Other values (6)	9476	18.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52651	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	8549	16.2%
h	5075	9.6%
u	4546	8.6%
a	4003	7.6%
v	4003	7.6%
y	4003	7.6%
s	3249	6.2%
p	3249	6.2%
r	3249	6.2%
-	3249	6.2%
Other values (6)	9476	18.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52651	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	8549	16.2%
h	5075	9.6%
u	4546	8.6%
a	4003	7.6%
v	4003	7.6%
y	4003	7.6%
s	3249	6.2%
p	3249	6.2%
r	3249	6.2%
-	3249	6.2%
Other values (6)	9476	18.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52651	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	8549	16.2%
h	5075	9.6%
u	4546	8.6%
a	4003	7.6%
v	4003	7.6%
y	4003	7.6%
s	3249	6.2%
p	3249	6.2%
r	3249	6.2%
-	3249	6.2%
Other values (6)	9476	18.0%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	country	shipment_mode	scheduled_delivery_date	sub_classification	vendor	item_id	item_description	brand	line_item_quantity	line_item_value	unit_price	weight_kilograms	freight_cost_usd	line_item_insurance_usd	item_insurance_rp_mean	item_insurance_rp_kNN	line_item_quantity_norm	line_item_quantity_z	line_item_value_norm	line_item_value_z	line_item_value_norm2	line_item_value_z2	line_item_value_log	line_item_value_sqrt	line_item_value_boxcox	shipment_mode_Air	shipment_mode_Air Charter	shipment_mode_Ocean	shipment_mode_Truck	shipment_mode_missing	weight_category
0	1	Côte d'Ivoire	Air	2006-06-02	HIV test	RANBAXY Fine Chemicals LTD.	SKU0000	HIV, Reveal G3 Rapid HIV-1 Antibody Test, 30 Tests	Reveal	19	551.00	0.97	13.0	780.34	NaN	240.117626	0.725	0.000029	-0.457435	0.000093	-0.454976	0.000093	0.000093	6.313548	23.473389	9.055646	True	False	False	False	False	light
1	3	Vietnam	Air	2006-11-14	Pediatric	Aurobindo Pharma Limited	SKU0001	Nevirapine 10mg/ml, oral suspension, Bottle, 240 ml	Generic	1000	6200.00	0.03	358.0	4521.50	NaN	240.117626	8.955	0.001611	-0.432931	0.001042	-0.438616	0.001042	0.001042	8.732466	78.740079	14.527632	True	False	False	False	False	medium
2	4	Côte d'Ivoire	Air	2006-08-27	HIV test	Abbott GmbH & Co. KG	SKU0002	HIV 1/2, Determine Complete HIV Kit, 100 Tests	Determine	500	40000.00	0.80	171.0	1653.78	NaN	240.117626	71.200	0.000805	-0.445420	0.006720	-0.340728	0.006720	0.006720	10.596660	200.000000	19.837478	True	False	False	False	False	medium
3	15	Vietnam	Air	2006-09-01	Adult	SUN PHARMACEUTICAL INDUSTRIES LTD (RANBAXY LABORATORIES LIMITED)	SKU0003	Lamivudine 150mg, tablets, 60 Tabs	Generic	31920	127360.80	0.07	1855.0	16007.06	NaN	240.117626	194.285	0.051482	0.339387	0.021398	-0.087722	0.021398	0.021398	11.754787	356.876449	23.717742	True	False	False	False	False	super-heavy
4	16	Vietnam	Air	2006-08-11	Adult	Aurobindo Pharma Limited	SKU0004	Stavudine 30mg, capsules, 60 Caps	Generic	38000	121600.00	0.05	7590.0	45450.08	NaN	240.117626	238.570	0.061289	0.491253	0.020430	-0.104406	0.020430	0.020430	11.708500	348.711915	23.553159	True	False	False	False	False	super-heavy
5	23	Nigeria	Air	2006-09-28	Pediatric	Aurobindo Pharma Limited	SKU0005	Zidovudine 10mg/ml, oral solution, Bottle, 240 ml	Generic	416	2225.60	0.02	504.0	5920.42	NaN	240.117626	2.280	0.000669	-0.447518	0.000374	-0.450126	0.000374	0.000374	7.708231	47.176265	12.035014	True	False	False	False	False	heavy
6	44	Zambia	Air	2007-01-08	Pediatric	MERCK SHARP & DOHME IDEA GMBH (FORMALLY MERCK SHARP & DOHME B.V.)	SKU0006	Efavirenz 200mg [Stocrin/Sustiva], capsule, 90 Caps	Stocrin/Sustiva	135	4374.00	0.36	328.0	NaN	NaN	240.117626	4.960	0.000216	-0.454537	0.000735	-0.443904	0.000735	0.000735	8.383662	66.136223	13.647595	True	False	False	False	False	medium
7	45	Tanzania	Air	2006-11-24	Adult	Aurobindo Pharma Limited	SKU0007	Nevirapine 200mg, tablets, 60 Tabs	Generic	16667	60834.55	0.06	1478.0	6212.41	NaN	240.117626	90.615	0.026881	-0.041602	0.010221	-0.280389	0.010221	0.010221	11.015930	246.646610	21.186451	True	False	False	False	False	super-heavy
8	46	Nigeria	Air	2006-12-07	Adult	Aurobindo Pharma Limited	SKU0004	Stavudine 30mg, capsules, 60 Caps	Generic	273	532.35	0.03	NaN	NaN	NaN	240.117626	0.550	0.000439	-0.451090	0.000089	-0.455030	0.000089	0.000089	6.279178	23.072711	8.987747	True	False	False	False	False	NaN
9	47	Zambia	Air	2007-01-30	Adult	ABBVIE LOGISTICS (FORMERLY ABBOTT LOGISTICS BV)	SKU0008	Lopinavir/Ritonavir 200/50mg [Aluvia], tablets, 120 Tabs	Aluvia	2800	115080.00	0.34	643.0	NaN	NaN	240.117626	193.615	0.004515	-0.387971	0.019335	-0.123289	0.019335	0.019335	11.653392	339.234432	23.358278	True	False	False	False	False	heavy

	id	country	shipment_mode	scheduled_delivery_date	sub_classification	vendor	item_id	item_description	brand	line_item_quantity	line_item_value	unit_price	weight_kilograms	freight_cost_usd	line_item_insurance_usd	item_insurance_rp_mean	item_insurance_rp_kNN	line_item_quantity_norm	line_item_quantity_z	line_item_value_norm	line_item_value_z	line_item_value_norm2	line_item_value_z2	line_item_value_log	line_item_value_sqrt	line_item_value_boxcox	shipment_mode_Air	shipment_mode_Air Charter	shipment_mode_Ocean	shipment_mode_Truck	shipment_mode_missing	weight_category
10314	86813	Nigeria	Air Charter	2015-06-30	Pediatric	SCMS from RDC	SKU0140	Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs	Generic	10340	37224.00	0.06	NaN	NaN	38.27	38.27	38.27	0.016676	-0.199637	0.006254	-0.348767	0.006254	0.006254	10.524736	192.935222	19.612151	False	True	False	False	False	NaN
10315	86814	Nigeria	Air Charter	2015-06-30	Adult	SCMS from RDC	SKU0008	Lopinavir/Ritonavir 200/50mg [Aluvia], tablets, 120 Tabs	Aluvia	70000	1304800.00	0.16	15198.0	26180.0	1341.33	1341.33	1341.33	0.112902	1.290548	0.219221	3.322258	0.219221	0.219221	14.081561	1142.278425	33.148511	False	True	False	False	False	super-heavy
10316	86815	Nigeria	Air Charter	2015-06-02	Adult	SCMS from RDC	SKU0011	Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs	Generic	15000	97800.00	0.11	1547.0	3410.0	115.11	115.11	115.11	0.024192	-0.083240	0.016431	-0.173333	0.016431	0.016431	11.490690	312.729915	22.789648	False	True	False	False	False	super-heavy
10317	86816	Nigeria	Air	2015-06-30	Adult	SCMS from RDC	SKU0026	Efavirenz 600mg, tablets, 30 Tabs	Generic	6724	20978.88	0.10	NaN	NaN	24.69	24.69	24.69	0.010844	-0.289957	0.003525	-0.395815	0.003525	0.003525	9.951319	144.840878	17.877045	True	False	False	False	False	NaN
10318	86817	Zimbabwe	Truck	2015-07-31	Pediatric	SCMS from RDC	SKU0140	Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs	Generic	205243	738874.80	0.06	NaN	NaN	869.66	869.66	869.66	0.331037	4.668641	0.124139	1.683283	0.124139	0.124139	13.512885	859.578269	30.620015	False	False	False	True	False	NaN
10319	86818	Zimbabwe	Truck	2015-07-31	Pediatric	SCMS from RDC	SKU0140	Lamivudine/Nevirapine/Zidovudine 30/50/60mg, dispersible tablets, 60 Tabs	Generic	166571	599655.60	0.06	NaN	NaN	705.79	705.79	705.79	0.268662	3.702694	0.100749	1.280090	0.100749	0.100749	13.304112	774.374328	29.730083	False	False	False	True	False	NaN
10320	86819	Côte d'Ivoire	Truck	2015-07-31	Adult	SCMS from RDC	SKU0011	Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs	Generic	21072	137389.44	0.11	NaN	NaN	161.71	161.71	161.71	0.033986	0.068426	0.023083	-0.058678	0.023083	0.023083	11.830582	370.660815	23.989033	False	False	False	True	False	NaN
10321	86821	Zambia	Truck	2015-08-31	Adult	SCMS from RDC	SKU0113	Efavirenz/Lamivudine/Tenofovir Disoproxil Fumarate 600/300/300mg, tablets, 30 Tabs	Generic	514526	5140114.74	0.33	NaN	NaN	5284.04	5284.04	5284.04	0.829882	12.393898	0.863596	14.429709	0.863596	0.863596	15.452586	2267.182114	39.923629	False	False	False	True	False	NaN
10322	86822	Zimbabwe	Truck	2015-09-09	Adult	SCMS from RDC	SKU0011	Lamivudine/Zidovudine 150/300mg, tablets, 60 Tabs	Generic	17465	113871.80	0.11	1392.0	NaN	134.03	134.03	134.03	0.028168	-0.021669	0.019132	-0.126788	0.019132	0.019132	11.642837	337.448959	23.321088	False	False	False	True	False	super-heavy
10323	86823	Zimbabwe	Truck	2015-08-31	Pediatric	SCMS from RDC	SKU0124	Lamivudine/Zidovudine 30/60mg, dispersible tablets, 60 Tabs	Generic	36639	72911.61	0.03	NaN	NaN	85.82	85.82	85.82	0.059094	0.457258	0.012250	-0.245412	0.012250	0.012250	11.197017	270.021499	21.788268	False	False	False	True	False	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks